diff --git a/src/pages/discover/lib/personalRecommendations.ts b/src/pages/discover/lib/personalRecommendations.ts
index 7870d757..cfbff3e7 100644
--- a/src/pages/discover/lib/personalRecommendations.ts
+++ b/src/pages/discover/lib/personalRecommendations.ts
@@ -1,7 +1,9 @@
-import { getRelatedMedia } from "@/backend/metadata/tmdb";
+import { getMediaDetails, getRelatedMedia } from "@/backend/metadata/tmdb";
 import { TMDBContentTypes } from "@/backend/metadata/types/tmdb";
 import type {
+  TMDBMovieData,
   TMDBMovieSearchResult,
+  TMDBShowData,
   TMDBShowSearchResult,
 } from "@/backend/metadata/types/tmdb";
 import type { DiscoverMedia } from "@/pages/discover/types/discover";
@@ -73,9 +75,29 @@ function bookmarkToDiscoverMedia(b: BookmarkSource): DiscoverMedia {
   };
 }
 
+/**
+ * Fetches similar items from the fed-similar API
+ */
+async function fetchFedSimilarItems(
+  tmdbId: string,
+  isTVShow: boolean,
+): Promise<string[]> {
+  try {
+    const endpoint = isTVShow
+      ? `https://fed-similar.up.railway.app/tv/${tmdbId}`
+      : `https://fed-similar.up.railway.app/movie/${tmdbId}`;
+    const response = await fetch(endpoint);
+    if (!response.ok) return [];
+    const items = await response.json();
+    return Array.isArray(items) ? items : [];
+  } catch (error) {
+    return [];
+  }
+}
+
 /**
  * Fetches personal recommendations by:
- * 1. Getting related media for up to MAX_HISTORY_FOR_RELATED history items, MAX_CURRENT_FOR_RELATED progress items, and MAX_BOOKMARK_FOR_RELATED bookmark
+ * 1. Getting related media from fed-similar API and TMDB for history, progress, and bookmark items
  * 2. Merging and deduping, excluding items already in history/progress/bookmarks
  * 3. Adding up to MAX_BOOKMARK_REMINDERS bookmarked items as "reminders"
  */
@@ -123,21 +145,104 @@ export async function fetchPersonalRecommendations(
     }
   }
 
-  const relatedPromises = sourceIds.map((id) =>
+  // Fetch from both fed-similar API and TMDB
+  const fedSimilarPromises = sourceIds.map((id) =>
+    fetchFedSimilarItems(id, isTVShow),
+  );
+
+  const tmdbPromises = sourceIds.map((id) =>
     getRelatedMedia(id, type, RELATED_PER_ITEM_LIMIT),
   );
 
-  const relatedResults = await Promise.allSettled(relatedPromises);
+  const [fedSimilarResults, tmdbResults] = await Promise.allSettled([
+    Promise.all(fedSimilarPromises),
+    Promise.all(tmdbPromises),
+  ]);
+
   const merged: DiscoverMedia[] = [];
   const seenIds = new Set<number>([]);
+  const seenFedSimilarIds = new Set<string>();
 
-  for (const result of relatedResults) {
-    if (result.status !== "fulfilled" || !result.value) continue;
-    for (const item of result.value) {
-      const idStr = String(item.id);
-      if (excludeIds.has(idStr) || seenIds.has(item.id)) continue;
+  // Process fed-similar results first (higher priority)
+  if (fedSimilarResults.status === "fulfilled") {
+    for (const fedSimilarItems of fedSimilarResults.value) {
+      for (const tmdbId of fedSimilarItems) {
+        if (excludeIds.has(tmdbId) || seenFedSimilarIds.has(tmdbId)) {
+          continue;
+        }
+        seenFedSimilarIds.add(tmdbId);
+      }
+    }
+
+    // Fetch full details for fed-similar items
+    const fedSimilarDetailPromises = Array.from(seenFedSimilarIds)
+      .slice(0, 20)
+      .map((tmdbId) => getMediaDetails(tmdbId, type));
+
+    const fedSimilarDetails = await Promise.allSettled(
+      fedSimilarDetailPromises,
+    );
+
+    for (const result of fedSimilarDetails) {
+      if (result.status !== "fulfilled" || !result.value) continue;
+      const item = result.value as TMDBMovieData | TMDBShowData;
+      if (seenIds.has(item.id)) continue;
       seenIds.add(item.id);
-      merged.push(toDiscoverMedia(item, isTVShow));
+
+      let searchItem: TMDBMovieSearchResult | TMDBShowSearchResult;
+      if (isTVShow) {
+        const showItem = item as TMDBShowData;
+        searchItem = {
+          adult: showItem.adult ?? false,
+          backdrop_path: showItem.backdrop_path ?? "",
+          id: showItem.id,
+          name: showItem.name,
+          original_language: showItem.original_language ?? "",
+          original_name: showItem.original_name ?? "",
+          overview: showItem.overview ?? "",
+          poster_path: showItem.poster_path ?? "",
+          media_type: TMDBContentTypes.TV,
+          genre_ids: showItem.genres?.map((g) => g.id) ?? [],
+          popularity: showItem.popularity ?? 0,
+          first_air_date: showItem.first_air_date ?? "",
+          vote_average: showItem.vote_average,
+          vote_count: showItem.vote_count,
+          origin_country: showItem.origin_country ?? [],
+        };
+      } else {
+        const movieItem = item as TMDBMovieData;
+        searchItem = {
+          adult: movieItem.adult ?? false,
+          backdrop_path: movieItem.backdrop_path ?? "",
+          id: movieItem.id,
+          title: movieItem.title,
+          original_language: movieItem.original_language ?? "",
+          original_title: movieItem.original_title ?? "",
+          overview: movieItem.overview ?? "",
+          poster_path: movieItem.poster_path ?? "",
+          media_type: TMDBContentTypes.MOVIE,
+          genre_ids: movieItem.genres?.map((g) => g.id) ?? [],
+          popularity: movieItem.popularity ?? 0,
+          release_date: movieItem.release_date ?? "",
+          video: movieItem.video ?? false,
+          vote_average: movieItem.vote_average,
+          vote_count: movieItem.vote_count,
+        };
+      }
+
+      merged.push(toDiscoverMedia(searchItem, isTVShow));
+    }
+  }
+
+  // Process TMDB results (lower priority)
+  if (tmdbResults.status === "fulfilled") {
+    for (const result of tmdbResults.value) {
+      for (const item of result) {
+        const idStr = String(item.id);
+        if (excludeIds.has(idStr) || seenIds.has(item.id)) continue;
+        seenIds.add(item.id);
+        merged.push(toDiscoverMedia(item, isTVShow));
+      }
     }
   }